Michael Shatny.

Software Developer · Methodology Engineer

shatny.dev · Canada · 2026

30 papers 13 packages 322 cases 49 articles 113 repos

Open to engagements — legacy modernisation · AI architecture · strategic intelligence

Just shipped
Release Sepiola — a WebMCP telestrator for ChirpIQX · the analyst decides, the pen draws, the screen has no opinions · seven moves registered against Chrome's real WebMCP v0.1.0 · DOI · Sep 5 Article The Screen That Has No Opinions — every text node must come from the analyst's read or the copy; the forty lines in the mockup that decided things did not survive the test 8 min · Sep 5 Release Orbweaver — semantic visual structures for declarative systems · diagrams without coordinates, layout as derivation not authorship v0.2.0-beta · Aug 30 Case $53B Passed, $8B Spent — Stripe's largest cheque ever (OpenRouter), PayPal's abandoned bid, 700 agents on one scoreboard: three diagnostics, one week UC-320→322 · Aug 28
Analytical Framework 7 items
GDD Governance-Driven Design — formalize intent before the machine runsTDD → DDD → BDD → GDD Discipline
Cormorant Foraging Sound / Space / Time — intelligence systems organized by physical dimension Framework
6D Foraging Cascade analysis across six business dimensions — 2–11× multipliers revealed Methodology
CAL Cascade Analysis Language — methodology compiled into executable DSL syntax Language
DRIFT Gap measurement between methodology score and performance score Formula
FETCH Action decision engine — EXECUTE / WATCH / HOLD from cascade signal Formula
GESA Generative Episodic Simulated Annealing — the optimization layer that learns Algorithm
Intelligence Systems 4 items
ChirpIQX Sound dimension — NHL fantasy-hockey intelligence from public data, 23 tools, no account; read_ice feeds Sepiola MCP Server
Sepiola WebMCP telestrator for ChirpIQX — the analyst decides, the pen draws, the screen has no opinions WebMCP Screen
PerchIQX Space dimension — database schema intelligence and structural mapping MCP Server
Wake Intelligence Time dimension — 5-layer temporal memory brain for AI agents MCP Server
Infrastructure Primitives 11 items
RECALL COBOL-inspired publishing language — source is the artifact, authorship is compile-time Compiler
CROC Contextual Retrievable Organizational Corpus — institutional knowledge assembled from what exists Framework
Rune Protocol @ ~ ! ? — four-sigil reactive binding grammar, bounded-complete Protocol
EMBER Artifact language for agent pipelines — .sil files both humans and agents read Language
Mere Workbook format — screens, state, behavior, data in one portable file Format
FORGE Fire-Once, Receive, Go, Execute — delivery pattern for sovereign intelligence products Pattern
PACE Pattern for Agentic Conversational Experience — guide-first interface design Pattern
LogParseIQX Local log intelligence — pre-filter, compact, local LLM, voice input — operational reasoning that stays on device CLI · Python
Signet OAuth 2.1 Authorization Server — spec-compliant identity layer for a personal MCP fleet, single-owner, Cloudflare Workers Auth
Orbweaver Semantic visual structures for declarative systems — diagrams without coordinates, layout as derivation not authorship Library
Trailant Local-first trail index for AI coding sessions — resume, self-log, and cadence tracking across Claude Code and Codex CLI CLI · Python
Pipelines 3 items
Phoenix Seven-agent legacy modernization pipeline — extract intent, rebuild from zero Pipeline
Strata Five-agent database archaeology pipeline — Schema Signal → Classifier Pipeline
ForageCast Audio-driven animation engine — YAML config → lip-synced mascot video Pipeline
REACH + OCTO Declare intent · Claude compiles · live systems answer — local workflow for Windows Runtime
Platforms 3 items
Semantic Intent Phoenix modernization engagements — 7-agent pipeline, discovery to certified delivery Engagement
MillPond PACE pattern in practice — AI-guided storefront where conversation replaces catalog PACE
StratIQX 6D cascade analysis — 322 published cases applying dimensional intelligence to real-world events Case Library
Available 4 engagements
Legacy modernisation Untangle COBOL, mainframe, or unmaintainable codebases — 7-agent Phoenix pipeline, discovery to delivery Phoenix
AI-native architecture MCP servers, Claude Desktop integrations, REEF ecosystem design — observable intelligence from the ground up MCP · REEF
Strategic intelligence 6D cascade analysis for decisions that need to hold under scrutiny — every claim cited, every score verifiable 6D
AI workflow design Teams and processes that compound with AI — force multiplier frameworks for organisations going AI-first Workshop
Case Library 322 cases
StratIQX · 322 cases 6D cascade analysis applied to real events — every claim cited, every score verifiable Library
Writing & Research 6 items
Governance-Driven Design The organizing philosophy of the Semantic Intent ecosystem — pre-execution discipline for AI-first delivery Article
The Telestrator Pattern Sepiola as the worked example — a WebMCP page that shows rather than does; three roles, one invariant, six findings from building it Paper · DOI
Articles 49 long-form pieces on semantic intent, agentic systems, and AI-first design Writing
Zenodo Papers 30 open-access records — ORCID-linked, DOI-stamped, citable Research
GitHub 113 repositories · 2,998 contributions in the last year Code
npm 12 npm · 1 PyPI — RECALL, Phoenix, CAL, Wake, EMBER, Strata, Mere, Chirp, Orbweaver, and more Packages